Overview

Brought to you by YData

Dataset statistics

Number of variables	30
Number of observations	10000
Missing cells	117476
Missing cells (%)	39.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.6 MiB
Average record size in memory	379.5 B

Variable types

Categorical	3
DateTime	1
Numeric	24
Unsupported	2

Alerts

`total_cases` is highly overall correlated with `continent` and 16 other fields	High correlation
`new_cases` is highly overall correlated with `continent` and 18 other fields	High correlation
`new_cases_smoothed` is highly overall correlated with `continent` and 18 other fields	High correlation
`total_deaths` is highly overall correlated with `new_cases` and 8 other fields	High correlation
`new_deaths` is highly overall correlated with `hosp_patients` and 12 other fields	High correlation
`new_deaths_smoothed` is highly overall correlated with `hosp_patients` and 12 other fields	High correlation
`total_cases_per_million` is highly overall correlated with `hosp_patients` and 12 other fields	High correlation
`new_cases_per_million` is highly overall correlated with `hosp_patients` and 13 other fields	High correlation
`new_cases_smoothed_per_million` is highly overall correlated with `hosp_patients` and 12 other fields	High correlation
`total_deaths_per_million` is highly overall correlated with `hosp_patients` and 6 other fields	High correlation
`new_deaths_per_million` is highly overall correlated with `hosp_patients` and 15 other fields	High correlation
`new_deaths_smoothed_per_million` is highly overall correlated with `hosp_patients` and 15 other fields	High correlation
`icu_patients` is highly overall correlated with `continent` and 17 other fields	High correlation
`icu_patients_per_million` is highly overall correlated with `continent` and 17 other fields	High correlation
`hosp_patients` is highly overall correlated with `continent` and 16 other fields	High correlation
`hosp_patients_per_million` is highly overall correlated with `continent` and 15 other fields	High correlation
`weekly_hosp_admissions` is highly overall correlated with `continent` and 15 other fields	High correlation
`weekly_hosp_admissions_per_million` is highly overall correlated with `continent` and 15 other fields	High correlation
`new_tests` is highly overall correlated with `icu_patients_per_million` and 8 other fields	High correlation
`total_tests` is highly overall correlated with `new_cases` and 8 other fields	High correlation
`total_tests_per_thousand` is highly overall correlated with `new_tests` and 5 other fields	High correlation
`new_tests_per_thousand` is highly overall correlated with `new_tests` and 4 other fields	High correlation
`new_tests_smoothed` is highly overall correlated with `icu_patients` and 9 other fields	High correlation
`iso_code` is highly overall correlated with `continent` and 3 other fields	High correlation
`continent` is highly overall correlated with `hosp_patients` and 10 other fields	High correlation
`location` is highly overall correlated with `continent` and 3 other fields	High correlation
`continent` has 908 (9.1%) missing values	Missing
`total_cases` has 299 (3.0%) missing values	Missing
`new_cases` has 298 (3.0%) missing values	Missing
`new_cases_smoothed` has 415 (4.2%) missing values	Missing
`total_deaths` has 1009 (10.1%) missing values	Missing
`new_deaths` has 985 (9.8%) missing values	Missing
`new_deaths_smoothed` has 415 (4.2%) missing values	Missing
`total_cases_per_million` has 299 (3.0%) missing values	Missing
`new_cases_per_million` has 298 (3.0%) missing values	Missing
`new_cases_smoothed_per_million` has 415 (4.2%) missing values	Missing
`total_deaths_per_million` has 1009 (10.1%) missing values	Missing
`new_deaths_per_million` has 985 (9.8%) missing values	Missing
`new_deaths_smoothed_per_million` has 415 (4.2%) missing values	Missing
`reproduction_rate` has 2379 (23.8%) missing values	Missing
`icu_patients` has 9203 (92.0%) missing values	Missing
`icu_patients_per_million` has 9203 (92.0%) missing values	Missing
`hosp_patients` has 9203 (92.0%) missing values	Missing
`hosp_patients_per_million` has 9203 (92.0%) missing values	Missing
`weekly_icu_admissions` has 10000 (100.0%) missing values	Missing
`weekly_icu_admissions_per_million` has 10000 (100.0%) missing values	Missing
`weekly_hosp_admissions` has 9941 (99.4%) missing values	Missing
`weekly_hosp_admissions_per_million` has 9941 (99.4%) missing values	Missing
`new_tests` has 6453 (64.5%) missing values	Missing
`total_tests` has 6154 (61.5%) missing values	Missing
`total_tests_per_thousand` has 6154 (61.5%) missing values	Missing
`new_tests_per_thousand` has 6453 (64.5%) missing values	Missing
`new_tests_smoothed` has 5439 (54.4%) missing values	Missing
`new_tests` is highly skewed (γ1 = 25.7194316)	Skewed
`new_tests_per_thousand` is highly skewed (γ1 = 24.75830362)	Skewed
`weekly_icu_admissions` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`weekly_icu_admissions_per_million` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`new_cases` has 1646 (16.5%) zeros	Zeros
`new_cases_smoothed` has 286 (2.9%) zeros	Zeros
`new_deaths` has 3012 (30.1%) zeros	Zeros
`new_deaths_smoothed` has 2218 (22.2%) zeros	Zeros
`new_cases_per_million` has 1646 (16.5%) zeros	Zeros
`new_cases_smoothed_per_million` has 294 (2.9%) zeros	Zeros
`new_deaths_per_million` has 3014 (30.1%) zeros	Zeros
`new_deaths_smoothed_per_million` has 2223 (22.2%) zeros	Zeros

Reproduction

Analysis started	2025-02-08 10:47:56.659378
Analysis finished	2025-02-08 10:48:32.815440
Duration	36.16 seconds
Software version	ydata-profiling vv4.12.2
Download configuration	config.json

iso_code
Categorical

High correlation

Distinct	26
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	512.4 KiB

ARG	486
OWID_ASI	465
AUS	461
BEL	452
OWID_AFR	443
Other values (21)	7693

Length

Max length	8
Median length	3
Mean length	3.454
Min length	3

Characters and Unicode

Total characters	34540
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	AFG
2nd row	AFG
3rd row	AFG
4th row	AFG
5th row	AFG

Common Values

Value	Count	Frequency (%)
ARG	486	4.9%
OWID_ASI	465	4.7%
AUS	461	4.6%
BEL	452	4.5%
OWID_AFR	443	4.4%
AFG	432	4.3%
BHR	432	4.3%
ALB	431	4.3%
DZA	431	4.3%
AUT	431	4.3%
Other values (16)	5536	55.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
arg	486	4.9%
owid_asi	465	4.7%
aus	461	4.6%
bel	452	4.5%
owid_afr	443	4.4%
afg	432	4.3%
bhr	432	4.3%
alb	431	4.3%
dza	431	4.3%
aut	431	4.3%
Other values (16)	5536	55.4%

Most occurring characters

Value	Count	Frequency (%)
A	5867	17.0%
B	5085	14.7%
R	2625	7.6%
D	2188	6.3%
G	2163	6.3%
L	2026	5.9%
O	1626	4.7%
I	1451	4.2%
S	1337	3.9%
E	1289	3.7%
Other values (9)	8883	25.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	34540	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	5867	17.0%
B	5085	14.7%
R	2625	7.6%
D	2188	6.3%
G	2163	6.3%
L	2026	5.9%
O	1626	4.7%
I	1451	4.2%
S	1337	3.9%
E	1289	3.7%
Other values (9)	8883	25.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	34540	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	5867	17.0%
B	5085	14.7%
R	2625	7.6%
D	2188	6.3%
G	2163	6.3%
L	2026	5.9%
O	1626	4.7%
I	1451	4.2%
S	1337	3.9%
E	1289	3.7%
Other values (9)	8883	25.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	34540	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	5867	17.0%
B	5085	14.7%
R	2625	7.6%
D	2188	6.3%
G	2163	6.3%
L	2026	5.9%
O	1626	4.7%
I	1451	4.2%
S	1337	3.9%
E	1289	3.7%
Other values (9)	8883	25.7%

continent
Categorical

High correlation Missing

Distinct	6
Distinct (%)	0.1%
Missing	908
Missing (%)	9.1%
Memory size	551.7 KiB

Asia	2561
Europe	2167
North America	1857
Africa	1249
South America	797

Length

Max length	13
Median length	7
Mean length	7.5306863
Min length	4

Characters and Unicode

Total characters	68469
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Asia
2nd row	Asia
3rd row	Asia
4th row	Asia
5th row	Asia

Common Values

Value	Count	Frequency (%)
Asia	2561	25.6%
Europe	2167	21.7%
North America	1857	18.6%
Africa	1249	12.5%
South America	797	8.0%
Oceania	461	4.6%
(Missing)	908	9.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
america	2654	22.6%
asia	2561	21.8%
europe	2167	18.4%
north	1857	15.8%
africa	1249	10.6%
south	797	6.8%
oceania	461	3.9%

Most occurring characters

Value	Count	Frequency (%)
r	7927	11.6%
a	7386	10.8%
i	6925	10.1%
A	6464	9.4%
e	5282	7.7%
o	4821	7.0%
c	4364	6.4%
u	2964	4.3%
m	2654	3.9%
t	2654	3.9%
Other values (10)	17028	24.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	68469	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	7927	11.6%
a	7386	10.8%
i	6925	10.1%
A	6464	9.4%
e	5282	7.7%
o	4821	7.0%
c	4364	6.4%
u	2964	4.3%
m	2654	3.9%
t	2654	3.9%
Other values (10)	17028	24.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	68469	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	7927	11.6%
a	7386	10.8%
i	6925	10.1%
A	6464	9.4%
e	5282	7.7%
o	4821	7.0%
c	4364	6.4%
u	2964	4.3%
m	2654	3.9%
t	2654	3.9%
Other values (10)	17028	24.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	68469	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	7927	11.6%
a	7386	10.8%
i	6925	10.1%
A	6464	9.4%
e	5282	7.7%
o	4821	7.0%
c	4364	6.4%
u	2964	4.3%
m	2654	3.9%
t	2654	3.9%
Other values (10)	17028	24.9%

location
Categorical

High correlation

Distinct	26
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	554.5 KiB

Argentina	486
Asia	465
Australia	461
Belgium	452
Africa	443
Other values (21)	7693

Length

Max length	19
Median length	11
Mean length	7.767
Min length	4

Characters and Unicode

Total characters	77670
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Afghanistan
2nd row	Afghanistan
3rd row	Afghanistan
4th row	Afghanistan
5th row	Afghanistan

Common Values

Value	Count	Frequency (%)
Argentina	486	4.9%
Asia	465	4.7%
Australia	461	4.6%
Belgium	452	4.5%
Africa	443	4.4%
Afghanistan	432	4.3%
Bahrain	432	4.3%
Albania	431	4.3%
Algeria	431	4.3%
Austria	431	4.3%
Other values (16)	5536	55.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
argentina	486	4.5%
asia	465	4.3%
australia	461	4.3%
belgium	452	4.2%
africa	443	4.1%
afghanistan	432	4.0%
bahrain	432	4.0%
albania	431	4.0%
algeria	431	4.0%
austria	431	4.0%
Other values (18)	6364	58.8%

Most occurring characters

Value	Count	Frequency (%)
a	13813	17.8%
i	7245	9.3%
n	6956	9.0%
A	5789	7.5%
r	5778	7.4%
B	4625	6.0%
e	4399	5.7%
l	3905	5.0%
s	3462	4.5%
u	3239	4.2%
Other values (13)	18459	23.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	77670	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	13813	17.8%
i	7245	9.3%
n	6956	9.0%
A	5789	7.5%
r	5778	7.4%
B	4625	6.0%
e	4399	5.7%
l	3905	5.0%
s	3462	4.5%
u	3239	4.2%
Other values (13)	18459	23.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	77670	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	13813	17.8%
i	7245	9.3%
n	6956	9.0%
A	5789	7.5%
r	5778	7.4%
B	4625	6.0%
e	4399	5.7%
l	3905	5.0%
s	3462	4.5%
u	3239	4.2%
Other values (13)	18459	23.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	77670	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	13813	17.8%
i	7245	9.3%
n	6956	9.0%
A	5789	7.5%
r	5778	7.4%
B	4625	6.0%
e	4399	5.7%
l	3905	5.0%
s	3462	4.5%
u	3239	4.2%
Other values (13)	18459	23.8%

date
Date

Distinct	486
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Minimum	2020-01-01 00:00:00
Maximum	2021-04-30 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

total_cases
Real number (ℝ)

High correlation Missing

Distinct	7269
Distinct (%)	74.9%
Missing	299
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	725597.78

Minimum	1
Maximum	39526308
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	1
5-th percentile	21
Q1	1036
median	19883
Q3	123345
95-th percentile	2278115
Maximum	39526308
Range	39526307
Interquartile range (IQR)	122309

Descriptive statistics

Standard deviation	3395909.8
Coefficient of variation (CV)	4.6801546
Kurtosis	51.522104
Mean	725597.78
Median Absolute Deviation (MAD)	19808
Skewness	6.9032953
Sum	7.0390241 × 10⁹
Variance	1.1532203 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	117	1.2%
18	59	0.6%
92	40	0.4%
25	37	0.4%
2	33	0.3%
26	33	0.3%
5	31	0.3%
7	31	0.3%
3	31	0.3%
15	31	0.3%
Other values (7259)	9258	92.6%
(Missing)	299	3.0%

Value	Count	Frequency (%)
1	117	1.2%
2	33	0.3%
3	31	0.3%
4	18	0.2%
5	31	0.3%
6	19	0.2%
7	31	0.3%
8	10	0.1%
9	13	0.1%
10	8	0.1%

Value	Count	Frequency (%)
39526308	1	< 0.1%
39007933	1	< 0.1%
38492711	1	< 0.1%
37986034	1	< 0.1%
37496027	1	< 0.1%
37055035	1	< 0.1%
36576350	1	< 0.1%
36102612	1	< 0.1%
35621281	1	< 0.1%
35138536	1	< 0.1%

new_cases
Real number (ℝ)

High correlation Missing Zeros

Distinct	2913
Distinct (%)	30.0%
Missing	298
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	5182.4356

Minimum	-209
Maximum	518375
Zeros	1646
Zeros (%)	16.5%
Negative	2
Negative (%)	< 0.1%
Memory size	78.3 KiB

Quantile statistics

Minimum	-209
5-th percentile	0
Q1	6
median	125
Q3	920.75
95-th percentile	15452.4
Maximum	518375
Range	518584
Interquartile range (IQR)	914.75

Descriptive statistics

Standard deviation	26489.794
Coefficient of variation (CV)	5.1114566
Kurtosis	164.88754
Mean	5182.4356
Median Absolute Deviation (MAD)	125
Skewness	11.142347
Sum	50279990
Variance	7.0170921 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1646	16.5%
1	278	2.8%
2	143	1.4%
3	120	1.2%
4	103	1.0%
6	78	0.8%
5	78	0.8%
8	70	0.7%
7	69	0.7%
11	61	0.6%
Other values (2903)	7056	70.6%
(Missing)	298	3.0%

Value	Count	Frequency (%)
-209	1	< 0.1%
-1	1	< 0.1%
0	1646	16.5%
1	278	2.8%
2	143	1.4%
3	120	1.2%
4	103	1.0%
5	78	0.8%
6	78	0.8%
7	69	0.7%

Value	Count	Frequency (%)
518375	1	< 0.1%
515222	1	< 0.1%
506677	1	< 0.1%
490007	1	< 0.1%
482745	1	< 0.1%
481331	1	< 0.1%
478685	1	< 0.1%
473738	1	< 0.1%
471579	1	< 0.1%
448580	1	< 0.1%

new_cases_smoothed
Real number (ℝ)

High correlation Missing Zeros

Distinct	4921
Distinct (%)	51.3%
Missing	415
Missing (%)	4.2%
Infinite	0
Infinite (%)	0.0%
Mean	5073.0601

Minimum	-29.143
Maximum	489099.43
Zeros	286
Zeros (%)	2.9%
Negative	8
Negative (%)	0.1%
Memory size	78.3 KiB

Quantile statistics

Minimum	-29.143
5-th percentile	0.286
Q1	12.143
median	125.571
Q3	938.857
95-th percentile	14739.115
Maximum	489099.43
Range	489128.57
Interquartile range (IQR)	926.714

Descriptive statistics

Standard deviation	25064.839
Coefficient of variation (CV)	4.9407731
Kurtosis	155.82431
Mean	5073.0601
Median Absolute Deviation (MAD)	124.857
Skewness	10.70028
Sum	48625281
Variance	6.2824613 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	286	2.9%
0.143	180	1.8%
0.286	134	1.3%
0.571	106	1.1%
0.429	98	1.0%
0.714	97	1.0%
0.857	76	0.8%
1.286	66	0.7%
1.143	63	0.6%
1	60	0.6%
Other values (4911)	8419	84.2%
(Missing)	415	4.2%

Value	Count	Frequency (%)
-29.143	3	< 0.1%
-28.143	2	< 0.1%
-21.143	2	< 0.1%
-0.143	1	< 0.1%
0	286	2.9%
0.143	180	1.8%
0.286	134	1.3%
0.429	98	1.0%
0.571	106	1.1%
0.714	97	1.0%

Value	Count	Frequency (%)
489099.429	1	< 0.1%
483807.429	1	< 0.1%
479167.857	1	< 0.1%
474153.857	1	< 0.1%
468235.714	1	< 0.1%
462347.286	1	< 0.1%
453217	1	< 0.1%
444080.429	1	< 0.1%
430847.714	1	< 0.1%
414971	1	< 0.1%

total_deaths
Real number (ℝ)

High correlation Missing

Distinct	3946
Distinct (%)	43.9%
Missing	1009
Missing (%)	10.1%
Infinite	0
Infinite (%)	0.0%
Mean	14507.746

Minimum	1
Maximum	520286
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	46
median	524
Q3	3073
95-th percentile	58941
Maximum	520286
Range	520285
Interquartile range (IQR)	3027

Descriptive statistics

Standard deviation	56315.495
Coefficient of variation (CV)	3.8817537
Kurtosis	35.562896
Mean	14507.746
Median Absolute Deviation (MAD)	517
Skewness	5.7843188
Sum	1.3043914 × 10⁸
Variance	3.171435 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7	300	3.0%
3	271	2.7%
2	230	2.3%
1	202	2.0%
11	113	1.1%
909	107	1.1%
4	99	1.0%
44	73	0.7%
52	66	0.7%
5	66	0.7%
Other values (3936)	7464	74.6%
(Missing)	1009	10.1%

Value	Count	Frequency (%)
1	202	2.0%
2	230	2.3%
3	271	2.7%
4	99	1.0%
5	66	0.7%
6	47	0.5%
7	300	3.0%
8	46	0.5%
9	30	0.3%
10	23	0.2%

Value	Count	Frequency (%)
520286	1	< 0.1%
515111	1	< 0.1%
509870	1	< 0.1%
504552	1	< 0.1%
499552	1	< 0.1%
495069	1	< 0.1%
490544	1	< 0.1%
486138	1	< 0.1%
482017	1	< 0.1%
478068	1	< 0.1%

new_deaths
Real number (ℝ)

High correlation Missing Zeros

Distinct	761
Distinct (%)	8.4%
Missing	985
Missing (%)	9.8%
Infinite	0
Infinite (%)	0.0%
Mean	86.942651

Minimum	-117
Maximum	5318
Zeros	3012
Zeros (%)	30.1%
Negative	6
Negative (%)	0.1%
Memory size	78.3 KiB

Quantile statistics

Minimum	-117
5-th percentile	0
Q1	0
median	3
Q3	19
95-th percentile	404.3
Maximum	5318
Range	5435
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	319.4736
Coefficient of variation (CV)	3.6745325
Kurtosis	65.214933
Mean	86.942651
Median Absolute Deviation (MAD)	3
Skewness	6.7523939
Sum	783788
Variance	102063.38
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3012	30.1%
1	710	7.1%
2	488	4.9%
3	393	3.9%
4	353	3.5%
5	311	3.1%
6	224	2.2%
9	190	1.9%
7	186	1.9%
10	163	1.6%
Other values (751)	2985	29.8%
(Missing)	985	9.8%

Value	Count	Frequency (%)
-117	1	< 0.1%
-3	1	< 0.1%
-1	4	< 0.1%
0	3012	30.1%
1	710	7.1%
2	488	4.9%
3	393	3.9%
4	353	3.5%
5	311	3.1%
6	224	2.2%

Value	Count	Frequency (%)
5318	1	< 0.1%
5241	1	< 0.1%
5175	1	< 0.1%
5000	1	< 0.1%
4525	1	< 0.1%
4483	1	< 0.1%
4406	1	< 0.1%
4121	1	< 0.1%
3949	1	< 0.1%
3808	1	< 0.1%

new_deaths_smoothed
Real number (ℝ)

High correlation Missing Zeros

Distinct	1532
Distinct (%)	16.0%
Missing	415
Missing (%)	4.2%
Infinite	0
Infinite (%)	0.0%
Mean	79.855738

Minimum	-14.429
Maximum	4878.286
Zeros	2218
Zeros (%)	22.2%
Negative	14
Negative (%)	0.1%
Memory size	78.3 KiB

Quantile statistics

Minimum	-14.429
5-th percentile	0
Q1	0.143
median	2.571
Q3	16.429
95-th percentile	362.857
Maximum	4878.286
Range	4892.715
Interquartile range (IQR)	16.286

Descriptive statistics

Standard deviation	293.05612
Coefficient of variation (CV)	3.6698191
Kurtosis	55.709251
Mean	79.855738
Median Absolute Deviation (MAD)	2.571
Skewness	6.3310257
Sum	765417.25
Variance	85881.887
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2218	22.2%
0.143	507	5.1%
0.286	334	3.3%
0.429	202	2.0%
0.571	174	1.7%
0.714	170	1.7%
1	141	1.4%
0.857	139	1.4%
1.143	114	1.1%
1.429	107	1.1%
Other values (1522)	5479	54.8%
(Missing)	415	4.2%

Value	Count	Frequency (%)
-14.429	1	< 0.1%
-14.143	2	< 0.1%
-14	1	< 0.1%
-13.857	1	< 0.1%
-13.143	1	< 0.1%
-12.857	1	< 0.1%
-0.143	7	0.1%
0	2218	22.2%
0.143	507	5.1%
0.286	334	3.3%

Value	Count	Frequency (%)
4878.286	1	< 0.1%
4727.714	1	< 0.1%
4543.143	1	< 0.1%
4327.429	1	< 0.1%
4143.143	1	< 0.1%
3978.857	1	< 0.1%
3786.286	1	< 0.1%
3575.286	1	< 0.1%
3384.571	1	< 0.1%
3205.286	1	< 0.1%

total_cases_per_million
Real number (ℝ)

High correlation Missing

Distinct	8036
Distinct (%)	82.8%
Missing	299
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	12285.905

Minimum	0.001
Maximum	171254.77
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.001
5-th percentile	4.454
Q1	318.813
median	1752.729
Q3	12348.723
95-th percentile	58879.019
Maximum	171254.77
Range	171254.77
Interquartile range (IQR)	12029.91

Descriptive statistics

Standard deviation	23360.288
Coefficient of variation (CV)	1.9013893
Kurtosis	12.443899
Mean	12285.905
Median Absolute Deviation (MAD)	1716.248
Skewness	3.1587086
Sum	1.1918556 × 10⁸
Variance	5.4570305 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45.269	53	0.5%
255.29	30	0.3%
0.086	26	0.3%
11065.812	25	0.2%
265.501	25	0.2%
0.588	23	0.2%
264.464	22	0.2%
337.543	20	0.2%
6.48	19	0.2%
320.144	18	0.2%
Other values (8026)	9440	94.4%
(Missing)	299	3.0%

Value	Count	Frequency (%)
0.001	14	0.1%
0.002	2	< 0.1%
0.003	1	< 0.1%
0.006	1	< 0.1%
0.008	1	< 0.1%
0.016	1	< 0.1%
0.018	8	0.1%
0.022	3	< 0.1%
0.023	6	0.1%
0.026	8	0.1%

Value	Count	Frequency (%)
171254.773	1	< 0.1%
170814.729	1	< 0.1%
170167.605	1	< 0.1%
169818.158	1	< 0.1%
169326.344	1	< 0.1%
169028.668	1	< 0.1%
168562.739	1	< 0.1%
168342.717	1	< 0.1%
167501.456	1	< 0.1%
167177.894	1	< 0.1%

new_cases_per_million
Real number (ℝ)

High correlation Missing Zeros

Distinct	5491
Distinct (%)	56.6%
Missing	298
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.284129

Minimum	-17.24
Maximum	3869.799
Zeros	1646
Zeros (%)	16.5%
Negative	2
Negative (%)	< 0.1%
Memory size	78.3 KiB

Quantile statistics

Minimum	-17.24
5-th percentile	0
Q1	0.974
median	10.439
Q3	90.08
95-th percentile	385.523
Maximum	3869.799
Range	3887.039
Interquartile range (IQR)	89.106

Descriptive statistics

Standard deviation	190.76866
Coefficient of variation (CV)	2.2905765
Kurtosis	85.727422
Mean	83.284129
Median Absolute Deviation (MAD)	10.439
Skewness	6.9337918
Sum	808022.62
Variance	36392.683
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1646	16.5%
3.48	65	0.7%
1.296	63	0.6%
10.212	34	0.3%
2.592	34	0.3%
6.96	30	0.3%
3.888	24	0.2%
2.543	23	0.2%
0.235	22	0.2%
2.515	22	0.2%
Other values (5481)	7739	77.4%
(Missing)	298	3.0%

Value	Count	Frequency (%)
-17.24	1	< 0.1%
-10.212	1	< 0.1%
0	1646	16.5%
0.001	4	< 0.1%
0.002	2	< 0.1%
0.003	1	< 0.1%
0.006	2	< 0.1%
0.007	1	< 0.1%
0.01	2	< 0.1%
0.012	6	0.1%

Value	Count	Frequency (%)
3869.799	1	< 0.1%
3714.489	1	< 0.1%
3475.672	1	< 0.1%
3365.042	1	< 0.1%
3183.848	1	< 0.1%
2937.941	1	< 0.1%
2562.609	1	< 0.1%
2523.782	1	< 0.1%
2433.184	1	< 0.1%
2420.242	1	< 0.1%

new_cases_smoothed_per_million
Real number (ℝ)

High correlation Missing Zeros

Distinct	6796
Distinct (%)	70.9%
Missing	415
Missing (%)	4.2%
Infinite	0
Infinite (%)	0.0%
Mean	83.280987

Minimum	-2.404
Maximum	1536.03
Zeros	294
Zeros (%)	2.9%
Negative	8
Negative (%)	0.1%
Memory size	78.3 KiB

Quantile statistics

Minimum	-2.404
5-th percentile	0.0662
Q1	2.438
median	12.919
Q3	101.895
95-th percentile	381.2428
Maximum	1536.03
Range	1538.434
Interquartile range (IQR)	99.457

Descriptive statistics

Standard deviation	159.48804
Coefficient of variation (CV)	1.9150594
Kurtosis	17.481932
Mean	83.280987
Median Absolute Deviation (MAD)	12.422
Skewness	3.5879146
Sum	798248.26
Variance	25436.435
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	294	2.9%
1.459	58	0.6%
0.185	40	0.4%
2.486	33	0.3%
5.835	33	0.3%
2.918	32	0.3%
0.719	30	0.3%
0.37	28	0.3%
1.988	28	0.3%
0.555	25	0.2%
Other values (6786)	8984	89.8%
(Missing)	415	4.2%

Value	Count	Frequency (%)
-2.404	3	< 0.1%
-2.321	2	< 0.1%
-1.744	2	< 0.1%
-1.459	1	< 0.1%
0	294	2.9%
0.001	2	< 0.1%
0.002	3	< 0.1%
0.003	3	< 0.1%
0.004	7	0.1%
0.006	2	< 0.1%

Value	Count	Frequency (%)
1536.03	1	< 0.1%
1526.243	1	< 0.1%
1505.362	1	< 0.1%
1478.996	1	< 0.1%
1455.103	2	< 0.1%
1416.921	1	< 0.1%
1400.724	1	< 0.1%
1397.787	1	< 0.1%
1327.528	1	< 0.1%
1320.517	1	< 0.1%

total_deaths_per_million
Real number (ℝ)

High correlation Missing

Distinct	5896
Distinct (%)	65.6%
Missing	1009
Missing (%)	10.1%
Infinite	0
Infinite (%)	0.0%
Mean	243.36239

Minimum	0.001
Maximum	2090.665
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.001
5-th percentile	0.684
Q1	13.9425
median	50.902
Q3	289.6395
95-th percentile	1087.168
Maximum	2090.665
Range	2090.664
Interquartile range (IQR)	275.697

Descriptive statistics

Standard deviation	394.14365
Coefficient of variation (CV)	1.619575
Kurtosis	4.4081792
Mean	243.36239
Median Absolute Deviation (MAD)	46.957
Skewness	2.1372468
Sum	2188071.3
Variance	155349.22
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.359	266	2.7%
30.635	212	2.1%
5.03	127	1.3%
1.296	113	1.1%
35.647	106	1.1%
27.972	98	1.0%
673.008	57	0.6%
685.951	57	0.6%
0.061	50	0.5%
3.629	40	0.4%
Other values (5886)	7865	78.6%
(Missing)	1009	10.1%

Value	Count	Frequency (%)
0.001	4	< 0.1%
0.002	1	< 0.1%
0.004	3	< 0.1%
0.005	1	< 0.1%
0.006	6	0.1%
0.008	1	< 0.1%
0.009	1	< 0.1%
0.012	3	< 0.1%
0.013	1	< 0.1%
0.015	1	< 0.1%

Value	Count	Frequency (%)
2090.665	1	< 0.1%
2086.782	1	< 0.1%
2082.899	1	< 0.1%
2079.793	1	< 0.1%
2076.428	1	< 0.1%
2072.89	1	< 0.1%
2069.956	1	< 0.1%
2066.85	1	< 0.1%
2062.967	1	< 0.1%
2059.343	1	< 0.1%

new_deaths_per_million
Real number (ℝ)

High correlation Missing Zeros

Distinct	1138
Distinct (%)	12.6%
Missing	985
Missing (%)	9.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.4045902

Minimum	-10.095
Maximum	141.865
Zeros	3014
Zeros (%)	30.1%
Negative	6
Negative (%)	0.1%
Memory size	78.3 KiB

Quantile statistics

Minimum	-10.095
5-th percentile	0
Q1	0
median	0.177
Q3	1.035
95-th percentile	7.087
Maximum	141.865
Range	151.96
Interquartile range (IQR)	1.035

Descriptive statistics

Standard deviation	3.8340917
Coefficient of variation (CV)	2.729687
Kurtosis	257.45195
Mean	1.4045902
Median Absolute Deviation (MAD)	0.177
Skewness	10.780531
Sum	12662.381
Variance	14.700259
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3014	30.1%
0.03	101	1.0%
0.588	101	1.0%
0.091	96	1.0%
0.952	77	0.8%
0.061	76	0.8%
0.529	71	0.7%
1.175	66	0.7%
0.197	60	0.6%
12.942	59	0.6%
Other values (1128)	5294	52.9%
(Missing)	985	9.8%

Value	Count	Frequency (%)
-10.095	1	< 0.1%
-2.515	1	< 0.1%
-0.111	2	< 0.1%
-0.091	1	< 0.1%
-0.039	1	< 0.1%
0	3014	30.1%
0.001	7	0.1%
0.002	5	0.1%
0.003	2	< 0.1%
0.004	2	< 0.1%

Value	Count	Frequency (%)
141.865	1	< 0.1%
77.655	1	< 0.1%
74.144	1	< 0.1%
51.77	1	< 0.1%
51.058	1	< 0.1%
42.797	1	< 0.1%
40.239	1	< 0.1%
38.827	8	0.1%
38.144	1	< 0.1%
35.98	1	< 0.1%

new_deaths_smoothed_per_million
Real number (ℝ)

High correlation Missing Zeros

Distinct	1851
Distinct (%)	19.3%
Missing	415
Missing (%)	4.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.3082388

Minimum	-1.245
Maximum	28.77
Zeros	2223
Zeros (%)	22.2%
Negative	14
Negative (%)	0.1%
Memory size	78.3 KiB

Quantile statistics

Minimum	-1.245
5-th percentile	0
Q1	0.011
median	0.212
Q3	1.277
95-th percentile	6.5296
Maximum	28.77
Range	30.015
Interquartile range (IQR)	1.266

Descriptive statistics

Standard deviation	2.7243264
Coefficient of variation (CV)	2.0824381
Kurtosis	22.740144
Mean	1.3082388
Median Absolute Deviation (MAD)	0.212
Skewness	4.0582871
Sum	12539.469
Variance	7.4219543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2223	22.2%
1.849	67	0.7%
0.363	66	0.7%
0.012	64	0.6%
1.459	64	0.6%
0.024	55	0.5%
0.006	53	0.5%
0.048	51	0.5%
0.035	51	0.5%
3.698	51	0.5%
Other values (1841)	6840	68.4%
(Missing)	415	4.2%

Value	Count	Frequency (%)
-1.245	1	< 0.1%
-1.22	2	< 0.1%
-1.208	1	< 0.1%
-1.196	1	< 0.1%
-1.134	1	< 0.1%
-1.109	1	< 0.1%
-0.359	1	< 0.1%
-0.006	6	0.1%
0	2223	22.2%
0.001	12	0.1%

Value	Count	Frequency (%)
28.77	1	< 0.1%
27.993	1	< 0.1%
27.118	1	< 0.1%
26.539	1	< 0.1%
26.428	1	< 0.1%
26.156	1	< 0.1%
25.972	1	< 0.1%
25.885	1	< 0.1%
25.676	1	< 0.1%
25.429	1	< 0.1%

reproduction_rate
Real number (ℝ)

Missing

Distinct	245
Distinct (%)	3.2%
Missing	2379
Missing (%)	23.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.0379845

Minimum	0.09
Maximum	3.13
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.09
5-th percentile	0.59
Q1	0.86
median	1.02
Q3	1.18
95-th percentile	1.52
Maximum	3.13
Range	3.04
Interquartile range (IQR)	0.32

Descriptive statistics

Standard deviation	0.30815032
Coefficient of variation (CV)	0.29687372
Kurtosis	5.2576888
Mean	1.0379845
Median Absolute Deviation (MAD)	0.16
Skewness	1.1048186
Sum	7910.48
Variance	0.09495662
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.97	158	1.6%
0.94	142	1.4%
0.99	142	1.4%
0.88	135	1.4%
1.13	135	1.4%
0.87	131	1.3%
1.08	126	1.3%
1.11	126	1.3%
0.98	126	1.3%
1.1	126	1.3%
Other values (235)	6274	62.7%
(Missing)	2379	23.8%

Value	Count	Frequency (%)
0.09	1	< 0.1%
0.1	7	0.1%
0.11	2	< 0.1%
0.12	1	< 0.1%
0.13	2	< 0.1%
0.14	2	< 0.1%
0.15	1	< 0.1%
0.16	4	< 0.1%
0.17	1	< 0.1%
0.18	2	< 0.1%

Value	Count	Frequency (%)
3.13	1	< 0.1%
3.04	1	< 0.1%
3.01	1	< 0.1%
2.99	1	< 0.1%
2.93	1	< 0.1%
2.88	1	< 0.1%
2.87	1	< 0.1%
2.8	1	< 0.1%
2.77	2	< 0.1%
2.74	2	< 0.1%

icu_patients
Real number (ℝ)

High correlation Missing

Distinct	488
Distinct (%)	61.2%
Missing	9203
Missing (%)	92.0%
Infinite	0
Infinite (%)	0.0%
Mean	360.15809

Minimum	6
Maximum	1474
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	6
5-th percentile	15
Q1	68
median	297
Q3	536
95-th percentile	1124
Maximum	1474
Range	1468
Interquartile range (IQR)	468

Descriptive statistics

Standard deviation	346.01563
Coefficient of variation (CV)	0.96073264
Kurtosis	1.0401967
Mean	360.15809
Median Absolute Deviation (MAD)	230
Skewness	1.2248871
Sum	287046
Variance	119726.82
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	9	0.1%
28	8	0.1%
23	8	0.1%
10	8	0.1%
32	7	0.1%
30	7	0.1%
8	6	0.1%
36	6	0.1%
25	6	0.1%
27	6	0.1%
Other values (478)	726	7.3%
(Missing)	9203	92.0%

Value	Count	Frequency (%)
6	1	< 0.1%
7	3	< 0.1%
8	6	0.1%
9	6	0.1%
10	8	0.1%
11	9	0.1%
12	3	< 0.1%
14	2	< 0.1%
15	4	< 0.1%
16	4	< 0.1%

Value	Count	Frequency (%)
1474	1	< 0.1%
1470	2	< 0.1%
1464	1	< 0.1%
1463	1	< 0.1%
1459	1	< 0.1%
1457	1	< 0.1%
1456	1	< 0.1%
1439	1	< 0.1%
1428	1	< 0.1%
1423	1	< 0.1%

icu_patients_per_million
Real number (ℝ)

High correlation Missing

Distinct	572
Distinct (%)	71.8%
Missing	9203
Missing (%)	92.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.991079

Minimum	0.666
Maximum	127.183
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.666
5-th percentile	1.665
Q1	6.126
median	28.215
Q3	52.74
95-th percentile	96.9834
Maximum	127.183
Range	126.517
Interquartile range (IQR)	46.614

Descriptive statistics

Standard deviation	30.813982
Coefficient of variation (CV)	0.90653145
Kurtosis	0.28415709
Mean	33.991079
Median Absolute Deviation (MAD)	22.305
Skewness	0.96674998
Sum	27090.89
Variance	949.5015
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.221	9	0.1%
1.11	8	0.1%
2.554	7	0.1%
0.999	6	0.1%
2.776	6	0.1%
0.888	6	0.1%
1.888	5	0.1%
2.443	5	0.1%
3.331	5	0.1%
2.11	5	0.1%
Other values (562)	735	7.3%
(Missing)	9203	92.0%

Value	Count	Frequency (%)
0.666	1	< 0.1%
0.777	3	< 0.1%
0.888	6	0.1%
0.999	6	0.1%
1.11	8	0.1%
1.221	9	0.1%
1.332	3	< 0.1%
1.554	2	< 0.1%
1.665	4	< 0.1%
1.777	4	< 0.1%

Value	Count	Frequency (%)
127.183	1	< 0.1%
126.838	2	< 0.1%
126.32	1	< 0.1%
126.234	1	< 0.1%
125.889	1	< 0.1%
125.716	1	< 0.1%
125.63	1	< 0.1%
124.163	1	< 0.1%
123.214	1	< 0.1%
122.782	1	< 0.1%

hosp_patients
Real number (ℝ)

High correlation Missing

Distinct	670
Distinct (%)	84.1%
Missing	9203
Missing (%)	92.0%
Infinite	0
Infinite (%)	0.0%
Mean	1636.7315

Minimum	52
Maximum	7461
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	52
5-th percentile	69.6
Q1	281
median	1342
Q3	2330
95-th percentile	5228.8
Maximum	7461
Range	7409
Interquartile range (IQR)	2049

Descriptive statistics

Standard deviation	1611.2438
Coefficient of variation (CV)	0.98442766
Kurtosis	1.6573531
Mean	1636.7315
Median Absolute Deviation (MAD)	1051
Skewness	1.3580877
Sum	1304475
Variance	2596106.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
66	6	0.1%
65	6	0.1%
62	5	0.1%
60	5	0.1%
93	4	< 0.1%
74	4	< 0.1%
92	4	< 0.1%
87	3	< 0.1%
260	3	< 0.1%
96	3	< 0.1%
Other values (660)	754	7.5%
(Missing)	9203	92.0%

Value	Count	Frequency (%)
52	1	< 0.1%
55	2	< 0.1%
57	2	< 0.1%
58	1	< 0.1%
59	2	< 0.1%
60	5	0.1%
61	2	< 0.1%
62	5	0.1%
63	1	< 0.1%
64	2	< 0.1%

Value	Count	Frequency (%)
7461	1	< 0.1%
7411	1	< 0.1%
7290	1	< 0.1%
7233	1	< 0.1%
7224	1	< 0.1%
7221	1	< 0.1%
7058	1	< 0.1%
7010	1	< 0.1%
6955	1	< 0.1%
6895	1	< 0.1%

hosp_patients_per_million
Real number (ℝ)

High correlation Missing

Distinct	693
Distinct (%)	87.0%
Missing	9203
Missing (%)	92.0%
Infinite	0
Infinite (%)	0.0%
Mean	154.1048

Minimum	5.774
Maximum	643.766
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	5.774
5-th percentile	7.7276
Q1	25.454
median	139.263
Q3	218.989
95-th percentile	451.1626
Maximum	643.766
Range	637.992
Interquartile range (IQR)	193.535

Descriptive statistics

Standard deviation	144.43984
Coefficient of variation (CV)	0.93728317
Kurtosis	0.8851217
Mean	154.1048
Median Absolute Deviation (MAD)	108.2
Skewness	1.1483716
Sum	122821.53
Variance	20862.866
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.217	6	0.1%
7.328	6	0.1%
6.662	5	0.1%
6.884	5	0.1%
10.215	4	< 0.1%
8.216	4	< 0.1%
10.326	4	< 0.1%
9.66	3	< 0.1%
7.55	3	< 0.1%
9.327	3	< 0.1%
Other values (683)	754	7.5%
(Missing)	9203	92.0%

Value	Count	Frequency (%)
5.774	1	< 0.1%
6.107	2	< 0.1%
6.329	2	< 0.1%
6.44	1	< 0.1%
6.551	2	< 0.1%
6.662	5	0.1%
6.773	2	< 0.1%
6.884	5	0.1%
6.995	1	< 0.1%
7.106	2	< 0.1%

Value	Count	Frequency (%)
643.766	1	< 0.1%
639.452	1	< 0.1%
629.011	1	< 0.1%
624.093	1	< 0.1%
623.317	1	< 0.1%
623.058	1	< 0.1%
608.993	1	< 0.1%
604.852	1	< 0.1%
600.106	1	< 0.1%
594.929	1	< 0.1%

weekly_icu_admissions
Unsupported

Missing Rejected Unsupported

Missing	10000
Missing (%)	100.0%
Memory size	78.3 KiB

weekly_icu_admissions_per_million
Unsupported

Missing Rejected Unsupported

Missing	10000
Missing (%)	100.0%
Memory size	78.3 KiB

weekly_hosp_admissions
Real number (ℝ)

High correlation Missing

Distinct	59
Distinct (%)	100.0%
Missing	9941
Missing (%)	99.4%
Infinite	0
Infinite (%)	0.0%
Mean	1179.6511

Minimum	70.408
Maximum	4759.588
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	70.408
5-th percentile	102.3932
Q1	242.908
median	933.41
Q3	1630.9535
95-th percentile	3526.641
Maximum	4759.588
Range	4689.18
Interquartile range (IQR)	1388.0455

Descriptive statistics

Standard deviation	1115.5356
Coefficient of variation (CV)	0.9456487
Kurtosis	1.832173
Mean	1179.6511
Median Absolute Deviation (MAD)	704.081
Skewness	1.4455839
Sum	69599.417
Variance	1244419.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70.408	1	< 0.1%
1507.739	1	< 0.1%
3519.399	1	< 0.1%
3591.819	1	< 0.1%
2846.499	1	< 0.1%
1936.223	1	< 0.1%
1428.279	1	< 0.1%
915.305	1	< 0.1%
667.871	1	< 0.1%
445.583	1	< 0.1%
Other values (49)	49	0.5%
(Missing)	9941	99.4%

Value	Count	Frequency (%)
70.408	1	< 0.1%
71.414	1	< 0.1%
82.478	1	< 0.1%
104.606	1	< 0.1%
107.624	1	< 0.1%
112.653	1	< 0.1%
130.758	1	< 0.1%
140.816	1	< 0.1%
147.857	1	< 0.1%
153.892	1	< 0.1%

Value	Count	Frequency (%)
4759.588	1	< 0.1%
4325.069	1	< 0.1%
3591.819	1	< 0.1%
3519.399	1	< 0.1%
3434.91	1	< 0.1%
3351.426	1	< 0.1%
2846.499	1	< 0.1%
2197.739	1	< 0.1%
1936.223	1	< 0.1%
1859.78	1	< 0.1%

weekly_hosp_admissions_per_million
Real number (ℝ)

High correlation Missing

Distinct	59
Distinct (%)	100.0%
Missing	9941
Missing (%)	99.4%
Infinite	0
Infinite (%)	0.0%
Mean	101.78515

Minimum	6.075
Maximum	410.677
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	6.075
5-th percentile	8.8351
Q1	20.959
median	80.538
Q3	140.725
95-th percentile	304.2929
Maximum	410.677
Range	404.602
Interquartile range (IQR)	119.766

Descriptive statistics

Standard deviation	96.253001
Coefficient of variation (CV)	0.94564874
Kurtosis	1.8321811
Mean	101.78515
Median Absolute Deviation (MAD)	60.751
Skewness	1.4455857
Sum	6005.324
Variance	9264.6402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.075	1	< 0.1%
130.094	1	< 0.1%
303.668	1	< 0.1%
309.917	1	< 0.1%
245.608	1	< 0.1%
167.065	1	< 0.1%
123.238	1	< 0.1%
78.976	1	< 0.1%
57.627	1	< 0.1%
38.447	1	< 0.1%
Other values (49)	49	0.5%
(Missing)	9941	99.4%

Value	Count	Frequency (%)
6.075	1	< 0.1%
6.162	1	< 0.1%
7.117	1	< 0.1%
9.026	1	< 0.1%
9.286	1	< 0.1%
9.72	1	< 0.1%
11.282	1	< 0.1%
12.15	1	< 0.1%
12.758	1	< 0.1%
13.278	1	< 0.1%

Value	Count	Frequency (%)
410.677	1	< 0.1%
373.185	1	< 0.1%
309.917	1	< 0.1%
303.668	1	< 0.1%
296.378	1	< 0.1%
289.175	1	< 0.1%
245.608	1	< 0.1%
189.63	1	< 0.1%
167.065	1	< 0.1%
160.469	1	< 0.1%

new_tests
Real number (ℝ)

High correlation Missing Skewed

Distinct	3195
Distinct (%)	90.1%
Missing	6453
Missing (%)	64.5%
Infinite	0
Infinite (%)	0.0%
Mean	20929.134

Minimum	1
Maximum	2945871
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	1
5-th percentile	146.3
Q1	1870
median	8802
Q3	20782.5
95-th percentile	61160
Maximum	2945871
Range	2945870
Interquartile range (IQR)	18912.5

Descriptive statistics

Standard deviation	66675.965
Coefficient of variation (CV)	3.1857966
Kurtosis	1053.6405
Mean	20929.134
Median Absolute Deviation (MAD)	7542
Skewness	25.719432
Sum	74235638
Variance	4.4456843 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	9	0.1%
5	8	0.1%
2	6	0.1%
36	6	0.1%
10	5	0.1%
35	5	0.1%
2714	4	< 0.1%
8	4	< 0.1%
24	4	< 0.1%
7	4	< 0.1%
Other values (3185)	3492	34.9%
(Missing)	6453	64.5%

Value	Count	Frequency (%)
1	9	0.1%
2	6	0.1%
3	4	< 0.1%
4	3	< 0.1%
5	8	0.1%
6	3	< 0.1%
7	4	< 0.1%
8	4	< 0.1%
9	2	< 0.1%
10	5	0.1%

Value	Count	Frequency (%)
2945871	1	< 0.1%
610150	1	< 0.1%
516648	1	< 0.1%
505277	1	< 0.1%
485632	1	< 0.1%
483046	1	< 0.1%
436660	1	< 0.1%
426701	1	< 0.1%
418328	1	< 0.1%
395907	1	< 0.1%

total_tests
Real number (ℝ)

High correlation Missing

Distinct	3836
Distinct (%)	99.7%
Missing	6154
Missing (%)	61.5%
Infinite	0
Infinite (%)	0.0%
Mean	2461544.9

Minimum	1
Maximum	31263052
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	1
5-th percentile	4224.5
Q1	152482
median	684210.5
Q3	3063615.2
95-th percentile	10682847
Maximum	31263052
Range	31263051
Interquartile range (IQR)	2911133.2

Descriptive statistics

Standard deviation	4081663.5
Coefficient of variation (CV)	1.6581715
Kurtosis	12.456732
Mean	2461544.9
Median Absolute Deviation (MAD)	665648
Skewness	3.0980555
Sum	9.4671017 × 10⁹
Variance	1.6659977 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73272	2	< 0.1%
292254	2	< 0.1%
26	2	< 0.1%
293	2	< 0.1%
211	2	< 0.1%
111	2	< 0.1%
50	2	< 0.1%
563	2	< 0.1%
697	2	< 0.1%
811	2	< 0.1%
Other values (3826)	3826	38.3%
(Missing)	6154	61.5%

Value	Count	Frequency (%)
1	1	< 0.1%
8	1	< 0.1%
13	1	< 0.1%
17	1	< 0.1%
18	1	< 0.1%
26	2	< 0.1%
29	1	< 0.1%
31	1	< 0.1%
33	1	< 0.1%
36	1	< 0.1%

Value	Count	Frequency (%)
31263052	1	< 0.1%
30836351	1	< 0.1%
30688612	1	< 0.1%
30489054	1	< 0.1%
30186461	1	< 0.1%
29905570	1	< 0.1%
29597609	1	< 0.1%
29335166	1	< 0.1%
29014550	1	< 0.1%
28823897	1	< 0.1%

total_tests_per_thousand
Real number (ℝ)

High correlation Missing

Distinct	3741
Distinct (%)	97.3%
Missing	6154
Missing (%)	61.5%
Infinite	0
Infinite (%)	0.0%
Mean	288.26654

Minimum	0
Maximum	3471.204
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.41675
Q1	16.86975
median	84.1605
Q3	304.125
95-th percentile	1366.1265
Maximum	3471.204
Range	3471.204
Interquartile range (IQR)	287.25525

Descriptive statistics

Standard deviation	498.14909
Coefficient of variation (CV)	1.728085
Kurtosis	10.102584
Mean	288.26654
Median Absolute Deviation (MAD)	80.1005
Skewness	2.9621998
Sum	1108673.1
Variance	248152.52
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.001	12	0.1%
0.011	8	0.1%
0.003	7	0.1%
0.01	7	0.1%
0.002	7	0.1%
0.012	7	0.1%
0.006	6	0.1%
0.004	6	0.1%
0.009	5	0.1%
0.007	5	0.1%
Other values (3731)	3776	37.8%
(Missing)	6154	61.5%

Value	Count	Frequency (%)
0	1	< 0.1%
0.001	12	0.1%
0.002	7	0.1%
0.003	7	0.1%
0.004	6	0.1%
0.005	2	< 0.1%
0.006	6	0.1%
0.007	5	0.1%
0.008	3	< 0.1%
0.009	5	0.1%

Value	Count	Frequency (%)
3471.204	1	< 0.1%
3423.827	1	< 0.1%
3407.423	1	< 0.1%
3385.265	1	< 0.1%
3351.668	1	< 0.1%
3320.48	1	< 0.1%
3286.286	1	< 0.1%
3257.147	1	< 0.1%
3221.548	1	< 0.1%
3200.379	1	< 0.1%

new_tests_per_thousand
Real number (ℝ)

High correlation Missing Skewed

Distinct	2071
Distinct (%)	58.4%
Missing	6453
Missing (%)	64.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.3698424

Minimum	0
Maximum	327.086
Zeros	48
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.026
Q1	0.146
median	0.77
Q3	2.0995
95-th percentile	7.9366
Maximum	327.086
Range	327.086
Interquartile range (IQR)	1.9535

Descriptive statistics

Standard deviation	7.4988918
Coefficient of variation (CV)	3.1642998
Kurtosis	1000.149
Mean	2.3698424
Median Absolute Deviation (MAD)	0.681
Skewness	24.758304
Sum	8405.831
Variance	56.233379
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	48	0.5%
0.001	28	0.3%
0.086	22	0.2%
0.078	18	0.2%
0.077	18	0.2%
0.085	16	0.2%
0.08	14	0.1%
0.083	13	0.1%
0.09	13	0.1%
0.067	13	0.1%
Other values (2061)	3344	33.4%
(Missing)	6453	64.5%

Value	Count	Frequency (%)
0	48	0.5%
0.001	28	0.3%
0.002	11	0.1%
0.003	9	0.1%
0.004	5	0.1%
0.005	4	< 0.1%
0.006	6	0.1%
0.007	5	0.1%
0.008	1	< 0.1%
0.009	1	< 0.1%

Value	Count	Frequency (%)
327.086	1	< 0.1%
67.746	1	< 0.1%
57.365	1	< 0.1%
56.102	1	< 0.1%
53.921	1	< 0.1%
53.634	1	< 0.1%
48.483	1	< 0.1%
47.378	1	< 0.1%
46.448	1	< 0.1%
43.958	1	< 0.1%

new_tests_smoothed
Real number (ℝ)

High correlation Missing

Distinct	3959
Distinct (%)	86.8%
Missing	5439
Missing (%)	54.4%
Infinite	0
Infinite (%)	0.0%
Mean	18750.538

Minimum	0
Maximum	539742
Zeros	10
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	198
Q1	1688
median	8510
Q3	20247
95-th percentile	55506
Maximum	539742
Range	539742
Interquartile range (IQR)	18559

Descriptive statistics

Standard deviation	41372.356
Coefficient of variation (CV)	2.2064623
Kurtosis	49.851189
Mean	18750.538
Median Absolute Deviation (MAD)	7365
Skewness	6.3166074
Sum	85521204
Variance	1.7116718 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10	0.1%
5	10	0.1%
341	8	0.1%
22469	8	0.1%
4	8	0.1%
1	7	0.1%
8	6	0.1%
6	6	0.1%
1370	5	0.1%
222	5	0.1%
Other values (3949)	4488	44.9%
(Missing)	5439	54.4%

Value	Count	Frequency (%)
0	10	0.1%
1	7	0.1%
2	3	< 0.1%
3	3	< 0.1%
4	8	0.1%
5	10	0.1%
6	6	0.1%
7	1	< 0.1%
8	6	0.1%
10	2	< 0.1%

Value	Count	Frequency (%)
539742	1	< 0.1%
526470	1	< 0.1%
521061	1	< 0.1%
512583	1	< 0.1%
504579	1	< 0.1%
451220	1	< 0.1%
436700	1	< 0.1%
329198	1	< 0.1%
321002	1	< 0.1%
319968	1	< 0.1%

Interactions

Correlations

	total_cases	new_cases	new_cases_smoothed	total_deaths	new_deaths	new_deaths_smoothed	total_cases_per_million	new_cases_per_million	new_cases_smoothed_per_million	total_deaths_per_million	new_deaths_per_million	new_deaths_smoothed_per_million	reproduction_rate	icu_patients	icu_patients_per_million	hosp_patients	hosp_patients_per_million	weekly_icu_admissions	weekly_icu_admissions_per_million	weekly_hosp_admissions	weekly_hosp_admissions_per_million	new_tests	total_tests	total_tests_per_thousand	new_tests_per_thousand	new_tests_smoothed
total_cases	1.000	0.858	0.866	0.990	0.818	0.828	-0.032	-0.034	-0.043	-0.038	-0.036	-0.042	-0.016	0.500	0.503	0.425	0.421	NaN	NaN	0.269	0.269	0.166	0.409	0.078	0.047	0.245
new_cases	0.858	1.000	0.997	0.831	0.922	0.911	-0.041	-0.013	-0.022	-0.051	-0.024	-0.030	0.064	0.508	0.519	0.589	0.600	NaN	NaN	0.653	0.653	0.132	0.243	-0.010	0.017	0.188
new_cases_smoothed	0.866	0.997	1.000	0.841	0.934	0.927	-0.043	-0.017	-0.022	-0.052	-0.024	-0.029	0.038	0.611	0.624	0.694	0.706	NaN	NaN	0.729	0.729	0.130	0.254	-0.007	0.015	0.196
total_deaths	0.990	0.831	0.841	1.000	0.830	0.846	-0.040	-0.045	-0.054	-0.016	-0.032	-0.043	-0.012	0.384	0.332	0.333	0.277	NaN	NaN	0.017	0.017	0.121	0.345	0.003	0.003	0.190
new_deaths	0.818	0.922	0.934	0.830	1.000	0.985	-0.070	-0.038	-0.047	-0.061	0.042	0.001	-0.020	0.806	0.791	0.834	0.820	NaN	NaN	0.679	0.679	0.047	0.078	-0.085	-0.029	0.070
new_deaths_smoothed	0.828	0.911	0.927	0.846	0.985	1.000	-0.062	-0.036	-0.042	-0.061	0.003	0.011	-0.041	0.832	0.815	0.851	0.836	NaN	NaN	0.642	0.642	0.063	0.125	-0.089	-0.036	0.103
total_cases_per_million	-0.032	-0.041	-0.043	-0.040	-0.070	-0.062	1.000	0.570	0.691	0.788	0.269	0.386	-0.068	0.486	0.510	0.406	0.421	NaN	NaN	0.269	0.269	0.241	0.396	0.701	0.314	0.185
new_cases_per_million	-0.034	-0.013	-0.017	-0.045	-0.038	-0.036	0.570	1.000	0.836	0.441	0.436	0.444	0.080	0.497	0.526	0.577	0.607	NaN	NaN	0.653	0.653	0.180	0.228	0.419	0.228	0.149
new_cases_smoothed_per_million	-0.043	-0.022	-0.022	-0.054	-0.047	-0.042	0.691	0.836	1.000	0.535	0.421	0.556	0.052	0.596	0.628	0.679	0.712	NaN	NaN	0.729	0.729	0.179	0.231	0.450	0.230	0.156
total_deaths_per_million	-0.038	-0.051	-0.052	-0.016	-0.061	-0.061	0.788	0.441	0.535	1.000	0.332	0.470	-0.093	0.391	0.352	0.332	0.288	NaN	NaN	0.017	0.017	0.213	0.408	0.316	0.168	0.248
new_deaths_per_million	-0.036	-0.024	-0.024	-0.032	0.042	0.003	0.269	0.436	0.421	0.332	1.000	0.729	-0.061	0.797	0.797	0.830	0.831	NaN	NaN	0.679	0.679	0.070	0.054	0.028	0.050	0.060
new_deaths_smoothed_per_million	-0.042	-0.030	-0.029	-0.043	0.001	0.011	0.386	0.444	0.556	0.470	0.729	1.000	-0.117	0.825	0.825	0.848	0.849	NaN	NaN	0.642	0.642	0.090	0.102	0.068	0.059	0.099
reproduction_rate	-0.016	0.064	0.038	-0.012	-0.020	-0.041	-0.068	0.080	0.052	-0.093	-0.061	-0.117	1.000	-0.231	-0.254	-0.191	-0.209	NaN	NaN	-0.070	-0.070	-0.018	-0.074	-0.113	-0.049	-0.045
icu_patients	0.500	0.508	0.611	0.384	0.806	0.832	0.486	0.497	0.596	0.391	0.797	0.825	-0.231	1.000	0.988	0.971	0.955	NaN	NaN	0.903	0.903	0.078	0.282	0.240	0.066	0.124
icu_patients_per_million	0.503	0.519	0.624	0.332	0.791	0.815	0.510	0.526	0.628	0.352	0.797	0.825	-0.254	0.988	1.000	0.959	0.966	NaN	NaN	0.903	0.903	0.129	0.343	0.312	0.120	0.201
hosp_patients	0.425	0.589	0.694	0.333	0.834	0.851	0.406	0.577	0.679	0.332	0.830	0.848	-0.191	0.971	0.959	1.000	0.988	NaN	NaN	0.948	0.948	0.029	0.158	0.118	0.017	0.043
hosp_patients_per_million	0.421	0.600	0.706	0.277	0.820	0.836	0.421	0.607	0.712	0.288	0.831	0.849	-0.209	0.955	0.966	0.988	1.000	NaN	NaN	0.948	0.948	0.067	0.194	0.164	0.057	0.099
weekly_icu_admissions	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
weekly_icu_admissions_per_million	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
weekly_hosp_admissions	0.269	0.653	0.729	0.017	0.679	0.642	0.269	0.653	0.729	0.017	0.679	0.642	-0.070	0.903	0.903	0.948	0.948	NaN	NaN	1.000	1.000	0.249	0.200	0.200	0.249	0.301
weekly_hosp_admissions_per_million	0.269	0.653	0.729	0.017	0.679	0.642	0.269	0.653	0.729	0.017	0.679	0.642	-0.070	0.903	0.903	0.948	0.948	NaN	NaN	1.000	1.000	0.249	0.200	0.200	0.249	0.301
new_tests	0.166	0.132	0.130	0.121	0.047	0.063	0.241	0.180	0.179	0.213	0.070	0.090	-0.018	0.078	0.129	0.029	0.067	NaN	NaN	0.249	0.249	1.000	0.548	0.425	0.951	0.695
total_tests	0.409	0.243	0.254	0.345	0.078	0.125	0.396	0.228	0.231	0.408	0.054	0.102	-0.074	0.282	0.343	0.158	0.194	NaN	NaN	0.200	0.200	0.548	1.000	0.625	0.458	0.769
total_tests_per_thousand	0.078	-0.010	-0.007	0.003	-0.085	-0.089	0.701	0.419	0.450	0.316	0.028	0.068	-0.113	0.240	0.312	0.118	0.164	NaN	NaN	0.200	0.200	0.425	0.625	1.000	0.551	0.573
new_tests_per_thousand	0.047	0.017	0.015	0.003	-0.029	-0.036	0.314	0.228	0.230	0.168	0.050	0.059	-0.049	0.066	0.120	0.017	0.057	NaN	NaN	0.249	0.249	0.951	0.458	0.551	1.000	0.636
new_tests_smoothed	0.245	0.188	0.196	0.190	0.070	0.103	0.185	0.149	0.156	0.248	0.060	0.099	-0.045	0.124	0.201	0.043	0.099	NaN	NaN	0.301	0.301	0.695	0.769	0.573	0.636	1.000

	total_cases	new_cases	new_cases_smoothed	total_deaths	new_deaths	new_deaths_smoothed	total_cases_per_million	new_cases_per_million	new_cases_smoothed_per_million	total_deaths_per_million	new_deaths_per_million	new_deaths_smoothed_per_million	reproduction_rate	icu_patients	icu_patients_per_million	hosp_patients	hosp_patients_per_million	weekly_icu_admissions	weekly_icu_admissions_per_million	weekly_hosp_admissions	weekly_hosp_admissions_per_million	new_tests	total_tests	total_tests_per_thousand	new_tests_per_thousand	new_tests_smoothed
total_cases	1.000	0.871	0.903	0.960	0.808	0.856	0.608	0.545	0.495	0.485	0.584	0.562	-0.016	0.604	0.581	0.590	0.572	NaN	NaN	0.325	0.325	0.683	0.771	0.357	0.193	0.656
new_cases	0.871	1.000	0.969	0.815	0.899	0.907	0.430	0.682	0.538	0.286	0.671	0.586	0.232	0.750	0.753	0.758	0.766	NaN	NaN	0.774	0.774	0.621	0.538	0.118	0.102	0.547
new_cases_smoothed	0.903	0.969	1.000	0.842	0.899	0.932	0.455	0.621	0.579	0.313	0.667	0.623	0.204	0.807	0.809	0.809	0.819	NaN	NaN	0.785	0.785	0.623	0.548	0.125	0.098	0.557
total_deaths	0.960	0.815	0.842	1.000	0.819	0.852	0.432	0.376	0.319	0.482	0.553	0.446	-0.039	0.471	0.406	0.476	0.414	NaN	NaN	0.325	0.325	0.563	0.626	0.218	0.084	0.552
new_deaths	0.808	0.899	0.899	0.819	1.000	0.955	0.238	0.432	0.343	0.239	0.754	0.524	0.043	0.900	0.892	0.927	0.924	NaN	NaN	0.828	0.828	0.383	0.298	-0.097	-0.116	0.325
new_deaths_smoothed	0.856	0.907	0.932	0.852	0.955	1.000	0.354	0.495	0.440	0.268	0.693	0.665	0.043	0.909	0.899	0.936	0.932	NaN	NaN	0.787	0.787	0.483	0.409	-0.056	-0.091	0.418
total_cases_per_million	0.608	0.430	0.455	0.432	0.238	0.354	1.000	0.736	0.845	0.938	0.516	0.705	-0.117	0.581	0.567	0.554	0.546	NaN	NaN	0.325	0.325	0.475	0.598	0.668	0.541	0.340
new_cases_per_million	0.545	0.682	0.621	0.376	0.432	0.495	0.736	1.000	0.878	0.626	0.693	0.754	0.183	0.733	0.746	0.735	0.755	NaN	NaN	0.774	0.774	0.410	0.369	0.441	0.470	0.244
new_cases_smoothed_per_million	0.495	0.538	0.579	0.319	0.343	0.440	0.845	0.878	1.000	0.741	0.632	0.800	0.135	0.789	0.803	0.786	0.809	NaN	NaN	0.785	0.785	0.398	0.364	0.461	0.477	0.229
total_deaths_per_million	0.485	0.286	0.313	0.482	0.239	0.268	0.938	0.626	0.741	1.000	0.495	0.659	-0.146	0.529	0.482	0.507	0.463	NaN	NaN	0.325	0.325	0.363	0.465	0.534	0.414	0.220
new_deaths_per_million	0.584	0.671	0.667	0.553	0.754	0.693	0.516	0.693	0.632	0.495	1.000	0.786	0.029	0.893	0.894	0.915	0.922	NaN	NaN	0.828	0.828	0.185	0.149	0.181	0.202	0.101
new_deaths_smoothed_per_million	0.562	0.586	0.623	0.446	0.524	0.665	0.705	0.754	0.800	0.659	0.786	1.000	-0.011	0.904	0.904	0.924	0.931	NaN	NaN	0.787	0.787	0.322	0.284	0.227	0.214	0.186
reproduction_rate	-0.016	0.232	0.204	-0.039	0.043	0.043	-0.117	0.183	0.135	-0.146	0.029	-0.011	1.000	-0.321	-0.334	-0.281	-0.296	NaN	NaN	-0.140	-0.140	-0.035	-0.157	-0.225	-0.135	-0.072
icu_patients	0.604	0.750	0.807	0.471	0.900	0.909	0.581	0.733	0.789	0.529	0.893	0.904	-0.321	1.000	0.992	0.978	0.980	NaN	NaN	0.947	0.947	0.497	0.471	0.463	0.474	0.521
icu_patients_per_million	0.581	0.753	0.809	0.406	0.892	0.899	0.567	0.746	0.803	0.482	0.894	0.904	-0.334	0.992	1.000	0.963	0.979	NaN	NaN	0.947	0.947	0.506	0.477	0.476	0.490	0.525
hosp_patients	0.590	0.758	0.809	0.476	0.927	0.936	0.554	0.735	0.786	0.507	0.915	0.924	-0.281	0.978	0.963	1.000	0.991	NaN	NaN	0.952	0.952	0.467	0.426	0.417	0.446	0.484
hosp_patients_per_million	0.572	0.766	0.819	0.414	0.924	0.932	0.546	0.755	0.809	0.463	0.922	0.931	-0.296	0.980	0.979	0.991	1.000	NaN	NaN	0.952	0.952	0.483	0.438	0.436	0.469	0.493
weekly_icu_admissions	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
weekly_icu_admissions_per_million	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
weekly_hosp_admissions	0.325	0.774	0.785	0.325	0.828	0.787	0.325	0.774	0.785	0.325	0.828	0.787	-0.140	0.947	0.947	0.952	0.952	NaN	NaN	1.000	1.000	0.385	0.325	0.325	0.385	0.392
weekly_hosp_admissions_per_million	0.325	0.774	0.785	0.325	0.828	0.787	0.325	0.774	0.785	0.325	0.828	0.787	-0.140	0.947	0.947	0.952	0.952	NaN	NaN	1.000	1.000	0.385	0.325	0.325	0.385	0.392
new_tests	0.683	0.621	0.623	0.563	0.383	0.483	0.475	0.410	0.398	0.363	0.185	0.322	-0.035	0.497	0.506	0.467	0.483	NaN	NaN	0.385	0.385	1.000	0.911	0.525	0.548	0.980
total_tests	0.771	0.538	0.548	0.626	0.298	0.409	0.598	0.369	0.364	0.465	0.149	0.284	-0.157	0.471	0.477	0.426	0.438	NaN	NaN	0.325	0.325	0.911	1.000	0.678	0.549	0.925
total_tests_per_thousand	0.357	0.118	0.125	0.218	-0.097	-0.056	0.668	0.441	0.461	0.534	0.181	0.227	-0.225	0.463	0.476	0.417	0.436	NaN	NaN	0.325	0.325	0.525	0.678	1.000	0.910	0.521
new_tests_per_thousand	0.193	0.102	0.098	0.084	-0.116	-0.091	0.541	0.470	0.477	0.414	0.202	0.214	-0.135	0.474	0.490	0.446	0.469	NaN	NaN	0.385	0.385	0.548	0.549	0.910	1.000	0.513
new_tests_smoothed	0.656	0.547	0.557	0.552	0.325	0.418	0.340	0.244	0.229	0.220	0.101	0.186	-0.072	0.521	0.525	0.484	0.493	NaN	NaN	0.392	0.392	0.980	0.925	0.521	0.513	1.000

	total_cases	new_cases	new_cases_smoothed	total_deaths	new_deaths	new_deaths_smoothed	total_cases_per_million	new_cases_per_million	new_cases_smoothed_per_million	total_deaths_per_million	new_deaths_per_million	new_deaths_smoothed_per_million	reproduction_rate	icu_patients	icu_patients_per_million	hosp_patients	hosp_patients_per_million	weekly_icu_admissions	weekly_icu_admissions_per_million	weekly_hosp_admissions	weekly_hosp_admissions_per_million	new_tests	total_tests	total_tests_per_thousand	new_tests_per_thousand	new_tests_smoothed
total_cases	1.000	0.692	0.729	0.846	0.638	0.679	0.450	0.376	0.339	0.351	0.412	0.395	-0.014	0.431	0.397	0.421	0.389	NaN	NaN	0.222	0.222	0.506	0.608	0.276	0.141	0.484
new_cases	0.692	1.000	0.886	0.629	0.760	0.759	0.297	0.525	0.387	0.197	0.490	0.429	0.156	0.550	0.548	0.560	0.566	NaN	NaN	0.588	0.588	0.461	0.384	0.081	0.076	0.416
new_cases_smoothed	0.729	0.886	1.000	0.658	0.755	0.790	0.309	0.453	0.425	0.212	0.485	0.457	0.138	0.619	0.617	0.622	0.633	NaN	NaN	0.629	0.629	0.460	0.393	0.085	0.070	0.426
total_deaths	0.846	0.629	0.658	1.000	0.655	0.677	0.305	0.253	0.211	0.344	0.388	0.305	-0.029	0.314	0.265	0.312	0.262	NaN	NaN	0.224	0.224	0.401	0.471	0.187	0.063	0.390
new_deaths	0.638	0.760	0.755	0.655	1.000	0.873	0.166	0.316	0.247	0.169	0.589	0.397	0.030	0.735	0.720	0.773	0.766	NaN	NaN	0.649	0.649	0.271	0.207	-0.064	-0.068	0.235
new_deaths_smoothed	0.679	0.759	0.790	0.677	0.873	1.000	0.239	0.350	0.308	0.181	0.516	0.511	0.028	0.747	0.727	0.779	0.770	NaN	NaN	0.593	0.593	0.342	0.284	-0.037	-0.055	0.300
total_cases_per_million	0.450	0.297	0.309	0.305	0.166	0.239	1.000	0.561	0.649	0.794	0.390	0.526	-0.077	0.422	0.396	0.391	0.373	NaN	NaN	0.222	0.222	0.345	0.457	0.535	0.391	0.247
new_cases_per_million	0.376	0.525	0.453	0.253	0.316	0.350	0.561	1.000	0.784	0.459	0.581	0.618	0.121	0.533	0.543	0.536	0.555	NaN	NaN	0.588	0.588	0.291	0.259	0.313	0.349	0.178
new_cases_smoothed_per_million	0.339	0.387	0.425	0.211	0.247	0.308	0.649	0.784	1.000	0.540	0.517	0.645	0.086	0.600	0.613	0.599	0.621	NaN	NaN	0.629	0.629	0.285	0.261	0.328	0.350	0.175
total_deaths_per_million	0.351	0.197	0.212	0.344	0.169	0.181	0.794	0.459	0.540	1.000	0.377	0.490	-0.101	0.370	0.328	0.359	0.317	NaN	NaN	0.224	0.224	0.256	0.352	0.423	0.310	0.155
new_deaths_per_million	0.412	0.490	0.485	0.388	0.589	0.516	0.390	0.581	0.517	0.377	1.000	0.713	0.017	0.724	0.723	0.753	0.762	NaN	NaN	0.649	0.649	0.128	0.100	0.131	0.156	0.076
new_deaths_smoothed_per_million	0.395	0.429	0.457	0.305	0.397	0.511	0.526	0.618	0.645	0.490	0.713	1.000	-0.013	0.739	0.737	0.763	0.770	NaN	NaN	0.593	0.593	0.220	0.190	0.157	0.158	0.130
reproduction_rate	-0.014	0.156	0.138	-0.029	0.030	0.028	-0.077	0.121	0.086	-0.101	0.017	-0.013	1.000	-0.215	-0.225	-0.193	-0.209	NaN	NaN	-0.099	-0.099	-0.024	-0.101	-0.151	-0.092	-0.049
icu_patients	0.431	0.550	0.619	0.314	0.735	0.747	0.422	0.533	0.600	0.370	0.724	0.739	-0.215	1.000	0.943	0.885	0.886	NaN	NaN	0.820	0.820	0.336	0.336	0.332	0.321	0.366
icu_patients_per_million	0.397	0.548	0.617	0.265	0.720	0.727	0.396	0.543	0.613	0.328	0.723	0.737	-0.225	0.943	1.000	0.850	0.880	NaN	NaN	0.820	0.820	0.348	0.339	0.342	0.340	0.375
hosp_patients	0.421	0.560	0.622	0.312	0.773	0.779	0.391	0.536	0.599	0.359	0.753	0.763	-0.193	0.885	0.850	1.000	0.943	NaN	NaN	0.827	0.827	0.301	0.282	0.273	0.287	0.329
hosp_patients_per_million	0.389	0.566	0.633	0.262	0.766	0.770	0.373	0.555	0.621	0.317	0.762	0.770	-0.209	0.886	0.880	0.943	1.000	NaN	NaN	0.827	0.827	0.318	0.286	0.288	0.311	0.343
weekly_icu_admissions	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
weekly_icu_admissions_per_million	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
weekly_hosp_admissions	0.222	0.588	0.629	0.224	0.649	0.593	0.222	0.588	0.629	0.224	0.649	0.593	-0.099	0.820	0.820	0.827	0.827	NaN	NaN	1.000	1.000	0.303	0.222	0.222	0.303	0.320
weekly_hosp_admissions_per_million	0.222	0.588	0.629	0.224	0.649	0.593	0.222	0.588	0.629	0.224	0.649	0.593	-0.099	0.820	0.820	0.827	0.827	NaN	NaN	1.000	1.000	0.303	0.222	0.222	0.303	0.320
new_tests	0.506	0.461	0.460	0.401	0.271	0.342	0.345	0.291	0.285	0.256	0.128	0.220	-0.024	0.336	0.348	0.301	0.318	NaN	NaN	0.303	0.303	1.000	0.738	0.378	0.418	0.892
total_tests	0.608	0.384	0.393	0.471	0.207	0.284	0.457	0.259	0.261	0.352	0.100	0.190	-0.101	0.336	0.339	0.282	0.286	NaN	NaN	0.222	0.222	0.738	1.000	0.514	0.401	0.762
total_tests_per_thousand	0.276	0.081	0.085	0.187	-0.064	-0.037	0.535	0.313	0.328	0.423	0.131	0.157	-0.151	0.332	0.342	0.273	0.288	NaN	NaN	0.222	0.222	0.378	0.514	1.000	0.745	0.377
new_tests_per_thousand	0.141	0.076	0.070	0.063	-0.068	-0.055	0.391	0.349	0.350	0.310	0.156	0.158	-0.092	0.321	0.340	0.287	0.311	NaN	NaN	0.303	0.303	0.418	0.401	0.745	1.000	0.376
new_tests_smoothed	0.484	0.416	0.426	0.390	0.235	0.300	0.247	0.178	0.175	0.155	0.076	0.130	-0.049	0.366	0.375	0.329	0.343	NaN	NaN	0.320	0.320	0.892	0.762	0.377	0.376	1.000

	iso_code	continent	location	total_cases	new_cases	new_cases_smoothed	total_deaths	new_deaths	new_deaths_smoothed	total_cases_per_million	new_cases_per_million	new_cases_smoothed_per_million	total_deaths_per_million	new_deaths_per_million	new_deaths_smoothed_per_million	reproduction_rate	icu_patients	icu_patients_per_million	hosp_patients	hosp_patients_per_million	weekly_hosp_admissions	weekly_hosp_admissions_per_million	new_tests	total_tests	total_tests_per_thousand	new_tests_per_thousand	new_tests_smoothed
iso_code	1.000	1.000	1.000	0.577	0.588	0.593	0.625	0.597	0.611	0.668	0.385	0.559	0.739	0.360	0.523	0.498	0.498	0.378	0.495	0.372	NaN	NaN	0.297	0.531	0.585	0.297	0.463
continent	1.000	1.000	1.000	NaN	NaN	NaN	0.388	0.130	0.127	0.358	0.186	0.326	0.475	0.183	0.358	0.290	NaN	NaN	NaN	NaN	NaN	NaN	0.161	0.464	0.366	0.161	0.358
location	1.000	1.000	1.000	0.577	0.588	0.593	0.625	0.597	0.611	0.668	0.385	0.559	0.739	0.360	0.523	0.498	0.498	0.378	0.495	0.372	NaN	NaN	0.297	0.531	0.585	0.297	0.463
total_cases	0.577	NaN	0.577	1.000	0.958	0.965	0.989	0.932	0.943	0.039	0.000	0.000	0.087	0.000	0.040	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
new_cases	0.588	NaN	0.588	0.958	1.000	0.983	0.928	0.956	0.942	0.019	0.000	0.000	0.075	0.000	0.020	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
new_cases_smoothed	0.593	NaN	0.593	0.965	0.983	1.000	0.929	0.967	0.980	0.025	0.000	0.000	0.076	0.000	0.023	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
total_deaths	0.625	0.388	0.625	0.989	0.928	0.929	1.000	0.921	0.923	0.141	0.000	0.108	0.253	0.000	0.066	0.113	NaN	NaN	NaN	NaN	NaN	NaN	0.000	0.639	0.069	0.000	0.000
new_deaths	0.597	0.130	0.597	0.932	0.956	0.967	0.921	1.000	0.982	0.058	0.000	0.029	0.097	0.324	0.140	0.000	0.246	0.246	0.254	0.254	NaN	NaN	0.000	0.000	0.000	0.000	0.000
new_deaths_smoothed	0.611	0.127	0.611	0.943	0.942	0.980	0.923	0.982	1.000	0.052	0.000	0.015	0.100	0.017	0.098	0.026	NaN	NaN	NaN	NaN	NaN	NaN	0.000	0.000	0.000	0.000	0.000
total_cases_per_million	0.668	0.358	0.668	0.039	0.019	0.025	0.141	0.058	0.052	1.000	0.574	0.760	0.897	0.264	0.571	0.259	0.895	0.853	0.875	0.893	0.786	0.786	0.199	0.665	0.832	0.199	0.335
new_cases_per_million	0.385	0.186	0.385	0.000	0.000	0.000	0.000	0.000	0.000	0.574	1.000	0.820	0.445	0.592	0.462	0.106	0.453	0.436	0.524	0.517	0.574	0.574	0.013	0.185	0.365	0.013	0.172
new_cases_smoothed_per_million	0.559	0.326	0.559	0.000	0.000	0.000	0.108	0.029	0.015	0.760	0.820	1.000	0.638	0.357	0.644	0.199	0.789	0.780	0.833	0.827	0.794	0.794	0.153	0.485	0.664	0.153	0.289
total_deaths_per_million	0.739	0.475	0.739	0.087	0.075	0.076	0.253	0.097	0.100	0.897	0.445	0.638	1.000	0.339	0.663	0.275	0.867	0.845	0.875	0.873	0.866	0.866	0.203	0.771	0.710	0.203	0.355
new_deaths_per_million	0.360	0.183	0.360	0.000	0.000	0.000	0.000	0.324	0.017	0.264	0.592	0.357	0.339	1.000	0.646	0.067	0.666	0.663	0.698	0.701	0.983	0.983	0.000	0.107	0.114	0.000	0.000
new_deaths_smoothed_per_million	0.523	0.358	0.523	0.040	0.020	0.023	0.066	0.140	0.098	0.571	0.462	0.644	0.663	0.646	1.000	0.231	0.890	0.887	0.879	0.880	0.933	0.933	0.157	0.438	0.429	0.157	0.226
reproduction_rate	0.498	0.290	0.498	NaN	NaN	NaN	0.113	0.000	0.026	0.259	0.106	0.199	0.275	0.067	0.231	1.000	0.450	0.480	0.397	0.419	0.440	0.440	0.000	0.172	0.292	0.000	0.125
icu_patients	0.498	NaN	0.498	NaN	NaN	NaN	NaN	0.246	NaN	0.895	0.453	0.789	0.867	0.666	0.890	0.450	1.000	0.990	0.962	0.958	0.793	0.793	0.247	0.798	0.787	0.247	0.463
icu_patients_per_million	0.378	NaN	0.378	NaN	NaN	NaN	NaN	0.246	NaN	0.853	0.436	0.780	0.845	0.663	0.887	0.480	0.990	1.000	0.957	0.956	0.793	0.793	0.229	0.826	0.814	0.229	0.481
hosp_patients	0.495	NaN	0.495	NaN	NaN	NaN	NaN	0.254	NaN	0.875	0.524	0.833	0.875	0.698	0.879	0.397	0.962	0.957	1.000	0.991	0.898	0.898	0.205	0.792	0.792	0.205	0.510
hosp_patients_per_million	0.372	NaN	0.372	NaN	NaN	NaN	NaN	0.254	NaN	0.893	0.517	0.827	0.873	0.701	0.880	0.419	0.958	0.956	0.991	1.000	0.898	0.898	0.231	0.804	0.785	0.231	0.464
weekly_hosp_admissions	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.786	0.574	0.794	0.866	0.983	0.933	0.440	0.793	0.793	0.898	0.898	1.000	1.000	NaN	0.748	0.592	NaN	0.357
weekly_hosp_admissions_per_million	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.786	0.574	0.794	0.866	0.983	0.933	0.440	0.793	0.793	0.898	0.898	1.000	1.000	NaN	0.748	0.592	NaN	0.357
new_tests	0.297	0.161	0.297	NaN	NaN	NaN	0.000	0.000	0.000	0.199	0.013	0.153	0.203	0.000	0.157	0.000	0.247	0.229	0.205	0.231	NaN	NaN	1.000	0.569	0.512	1.000	0.731
total_tests	0.531	0.464	0.531	NaN	NaN	NaN	0.639	0.000	0.000	0.665	0.185	0.485	0.771	0.107	0.438	0.172	0.798	0.826	0.792	0.804	0.748	0.748	0.569	1.000	0.958	0.569	0.714
total_tests_per_thousand	0.585	0.366	0.585	NaN	NaN	NaN	0.069	0.000	0.000	0.832	0.365	0.664	0.710	0.114	0.429	0.292	0.787	0.814	0.792	0.785	0.592	0.592	0.512	0.958	1.000	0.512	0.667
new_tests_per_thousand	0.297	0.161	0.297	NaN	NaN	NaN	0.000	0.000	0.000	0.199	0.013	0.153	0.203	0.000	0.157	0.000	0.247	0.229	0.205	0.231	NaN	NaN	1.000	0.569	0.512	1.000	0.731
new_tests_smoothed	0.463	0.358	0.463	NaN	NaN	NaN	0.000	0.000	0.000	0.335	0.172	0.289	0.355	0.000	0.226	0.125	0.463	0.481	0.510	0.464	0.357	0.357	0.731	0.714	0.667	0.731	1.000

	continent	iso_code	location
continent	1.000	0.999	0.999
iso_code	0.999	1.000	1.000
location	0.999	1.000	1.000

	continent	hosp_patients	hosp_patients_per_million	icu_patients	icu_patients_per_million	iso_code	location	new_cases	new_cases_per_million	new_cases_smoothed	new_cases_smoothed_per_million	new_deaths	new_deaths_per_million	new_deaths_smoothed	new_deaths_smoothed_per_million	new_tests	new_tests_per_thousand	new_tests_smoothed	reproduction_rate	total_cases	total_cases_per_million	total_deaths	total_deaths_per_million	total_tests	total_tests_per_thousand	weekly_hosp_admissions	weekly_hosp_admissions_per_million
continent	1.000	1.000	1.000	1.000	1.000	0.999	0.999	1.000	0.099	1.000	0.178	0.084	0.109	0.091	0.197	0.064	0.064	0.236	0.157	1.000	0.197	0.280	0.273	0.295	0.226	1.000	1.000
hosp_patients	1.000	1.000	0.991	0.978	0.963	0.379	0.379	0.758	0.735	0.809	0.786	0.927	0.915	0.936	0.924	0.467	0.446	0.484	-0.281	0.590	0.554	0.476	0.507	0.426	0.417	0.952	0.952
hosp_patients_per_million	1.000	0.991	1.000	0.980	0.979	0.284	0.284	0.766	0.755	0.819	0.809	0.924	0.922	0.932	0.931	0.483	0.469	0.493	-0.296	0.572	0.546	0.414	0.463	0.438	0.436	0.952	0.952
icu_patients	1.000	0.978	0.980	1.000	0.992	0.379	0.379	0.750	0.733	0.807	0.789	0.900	0.893	0.909	0.904	0.497	0.474	0.521	-0.321	0.604	0.581	0.471	0.529	0.471	0.463	0.947	0.947
icu_patients_per_million	1.000	0.963	0.979	0.992	1.000	0.289	0.289	0.753	0.746	0.809	0.803	0.892	0.894	0.899	0.904	0.506	0.490	0.525	-0.334	0.581	0.567	0.406	0.482	0.477	0.476	0.947	0.947
iso_code	0.999	0.379	0.284	0.379	0.289	1.000	1.000	0.261	0.152	0.264	0.243	0.267	0.164	0.276	0.222	0.141	0.141	0.216	0.207	0.254	0.318	0.286	0.382	0.252	0.288	1.000	1.000
location	0.999	0.379	0.284	0.379	0.289	1.000	1.000	0.261	0.152	0.264	0.243	0.267	0.164	0.276	0.222	0.141	0.141	0.216	0.207	0.254	0.318	0.286	0.382	0.252	0.288	1.000	1.000
new_cases	1.000	0.758	0.766	0.750	0.753	0.261	0.261	1.000	0.682	0.969	0.538	0.899	0.671	0.907	0.586	0.621	0.102	0.547	0.232	0.871	0.430	0.815	0.286	0.538	0.118	0.774	0.774
new_cases_per_million	0.099	0.735	0.755	0.733	0.746	0.152	0.152	0.682	1.000	0.621	0.878	0.432	0.693	0.495	0.754	0.410	0.470	0.244	0.183	0.545	0.736	0.376	0.626	0.369	0.441	0.774	0.774
new_cases_smoothed	1.000	0.809	0.819	0.807	0.809	0.264	0.264	0.969	0.621	1.000	0.579	0.899	0.667	0.932	0.623	0.623	0.098	0.557	0.204	0.903	0.455	0.842	0.313	0.548	0.125	0.785	0.785
new_cases_smoothed_per_million	0.178	0.786	0.809	0.789	0.803	0.243	0.243	0.538	0.878	0.579	1.000	0.343	0.632	0.440	0.800	0.398	0.477	0.229	0.135	0.495	0.845	0.319	0.741	0.364	0.461	0.785	0.785
new_deaths	0.084	0.927	0.924	0.900	0.892	0.267	0.267	0.899	0.432	0.899	0.343	1.000	0.754	0.955	0.524	0.383	-0.116	0.325	0.043	0.808	0.238	0.819	0.239	0.298	-0.097	0.828	0.828
new_deaths_per_million	0.109	0.915	0.922	0.893	0.894	0.164	0.164	0.671	0.693	0.667	0.632	0.754	1.000	0.693	0.786	0.185	0.202	0.101	0.029	0.584	0.516	0.553	0.495	0.149	0.181	0.828	0.828
new_deaths_smoothed	0.091	0.936	0.932	0.909	0.899	0.276	0.276	0.907	0.495	0.932	0.440	0.955	0.693	1.000	0.665	0.483	-0.091	0.418	0.043	0.856	0.354	0.852	0.268	0.409	-0.056	0.787	0.787
new_deaths_smoothed_per_million	0.197	0.924	0.931	0.904	0.904	0.222	0.222	0.586	0.754	0.623	0.800	0.524	0.786	0.665	1.000	0.322	0.214	0.186	-0.011	0.562	0.705	0.446	0.659	0.284	0.227	0.787	0.787
new_tests	0.064	0.467	0.483	0.497	0.506	0.141	0.141	0.621	0.410	0.623	0.398	0.383	0.185	0.483	0.322	1.000	0.548	0.980	-0.035	0.683	0.475	0.563	0.363	0.911	0.525	0.385	0.385
new_tests_per_thousand	0.064	0.446	0.469	0.474	0.490	0.141	0.141	0.102	0.470	0.098	0.477	-0.116	0.202	-0.091	0.214	0.548	1.000	0.513	-0.135	0.193	0.541	0.084	0.414	0.549	0.910	0.385	0.385
new_tests_smoothed	0.236	0.484	0.493	0.521	0.525	0.216	0.216	0.547	0.244	0.557	0.229	0.325	0.101	0.418	0.186	0.980	0.513	1.000	-0.072	0.656	0.340	0.552	0.220	0.925	0.521	0.392	0.392
reproduction_rate	0.157	-0.281	-0.296	-0.321	-0.334	0.207	0.207	0.232	0.183	0.204	0.135	0.043	0.029	0.043	-0.011	-0.035	-0.135	-0.072	1.000	-0.016	-0.117	-0.039	-0.146	-0.157	-0.225	-0.140	-0.140
total_cases	1.000	0.590	0.572	0.604	0.581	0.254	0.254	0.871	0.545	0.903	0.495	0.808	0.584	0.856	0.562	0.683	0.193	0.656	-0.016	1.000	0.608	0.960	0.485	0.771	0.357	0.325	0.325
total_cases_per_million	0.197	0.554	0.546	0.581	0.567	0.318	0.318	0.430	0.736	0.455	0.845	0.238	0.516	0.354	0.705	0.475	0.541	0.340	-0.117	0.608	1.000	0.432	0.938	0.598	0.668	0.325	0.325
total_deaths	0.280	0.476	0.414	0.471	0.406	0.286	0.286	0.815	0.376	0.842	0.319	0.819	0.553	0.852	0.446	0.563	0.084	0.552	-0.039	0.960	0.432	1.000	0.482	0.626	0.218	0.325	0.325
total_deaths_per_million	0.273	0.507	0.463	0.529	0.482	0.382	0.382	0.286	0.626	0.313	0.741	0.239	0.495	0.268	0.659	0.363	0.414	0.220	-0.146	0.485	0.938	0.482	1.000	0.465	0.534	0.325	0.325
total_tests	0.295	0.426	0.438	0.471	0.477	0.252	0.252	0.538	0.369	0.548	0.364	0.298	0.149	0.409	0.284	0.911	0.549	0.925	-0.157	0.771	0.598	0.626	0.465	1.000	0.678	0.325	0.325
total_tests_per_thousand	0.226	0.417	0.436	0.463	0.476	0.288	0.288	0.118	0.441	0.125	0.461	-0.097	0.181	-0.056	0.227	0.525	0.910	0.521	-0.225	0.357	0.668	0.218	0.534	0.678	1.000	0.325	0.325
weekly_hosp_admissions	1.000	0.952	0.952	0.947	0.947	1.000	1.000	0.774	0.774	0.785	0.785	0.828	0.828	0.787	0.787	0.385	0.385	0.392	-0.140	0.325	0.325	0.325	0.325	0.325	0.325	1.000	1.000
weekly_hosp_admissions_per_million	1.000	0.952	0.952	0.947	0.947	1.000	1.000	0.774	0.774	0.785	0.785	0.828	0.828	0.787	0.787	0.385	0.385	0.392	-0.140	0.325	0.325	0.325	0.325	0.325	0.325	1.000	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	iso_code	continent	location	date	total_cases	new_cases	new_cases_smoothed	total_deaths	new_deaths	new_deaths_smoothed	total_cases_per_million	new_cases_per_million	new_cases_smoothed_per_million	total_deaths_per_million	new_deaths_per_million	new_deaths_smoothed_per_million	reproduction_rate	icu_patients	icu_patients_per_million	hosp_patients	hosp_patients_per_million	weekly_icu_admissions	weekly_icu_admissions_per_million	weekly_hosp_admissions	weekly_hosp_admissions_per_million	new_tests	total_tests	total_tests_per_thousand	new_tests_per_thousand	new_tests_smoothed
0	AFG	Asia	Afghanistan	2020-02-24	1.0	1.0	NaN	NaN	NaN	NaN	0.026	0.026	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	AFG	Asia	Afghanistan	2020-02-25	1.0	0.0	NaN	NaN	NaN	NaN	0.026	0.000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	AFG	Asia	Afghanistan	2020-02-26	1.0	0.0	NaN	NaN	NaN	NaN	0.026	0.000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3	AFG	Asia	Afghanistan	2020-02-27	1.0	0.0	NaN	NaN	NaN	NaN	0.026	0.000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4	AFG	Asia	Afghanistan	2020-02-28	1.0	0.0	NaN	NaN	NaN	NaN	0.026	0.000	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
5	AFG	Asia	Afghanistan	2020-02-29	1.0	0.0	0.143	NaN	NaN	0.0	0.026	0.000	0.004	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	AFG	Asia	Afghanistan	2020-03-01	1.0	0.0	0.143	NaN	NaN	0.0	0.026	0.000	0.004	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
7	AFG	Asia	Afghanistan	2020-03-02	1.0	0.0	0.000	NaN	NaN	0.0	0.026	0.000	0.000	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
8	AFG	Asia	Afghanistan	2020-03-03	2.0	1.0	0.143	NaN	NaN	0.0	0.051	0.026	0.004	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
9	AFG	Asia	Afghanistan	2020-03-04	4.0	2.0	0.429	NaN	NaN	0.0	0.103	0.051	0.011	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

	iso_code	continent	location	date	total_cases	new_cases	new_cases_smoothed	total_deaths	new_deaths	new_deaths_smoothed	total_cases_per_million	new_cases_per_million	new_cases_smoothed_per_million	total_deaths_per_million	new_deaths_per_million	new_deaths_smoothed_per_million	reproduction_rate	icu_patients	icu_patients_per_million	hosp_patients	hosp_patients_per_million	weekly_icu_admissions	weekly_icu_admissions_per_million	weekly_hosp_admissions	weekly_hosp_admissions_per_million	new_tests	total_tests	total_tests_per_thousand	new_tests_per_thousand	new_tests_smoothed
9990	BOL	South America	Bolivia	2021-01-06	166981.0	1713.0	1229.857	9287.0	46.0	19.714	14304.856	146.749	105.359	795.595	3.941	1.689	1.37	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3982.0	431399.0	36.957	0.341	2989.0
9991	BOL	South America	Bolivia	2021-01-07	168891.0	1910.0	1252.429	9304.0	17.0	19.857	14468.481	163.625	107.293	797.051	1.456	1.701	1.36	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4453.0	435852.0	37.338	0.381	3016.0
9992	BOL	South America	Bolivia	2021-01-08	171154.0	2263.0	1452.714	9328.0	24.0	21.857	14662.347	193.866	124.450	799.107	2.056	1.872	1.35	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5227.0	441079.0	37.786	0.448	3491.0
9993	BOL	South America	Bolivia	2021-01-09	172798.0	1644.0	1534.714	9351.0	23.0	23.571	14803.184	140.837	131.475	801.077	1.970	2.019	1.33	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3863.0	444942.0	38.117	0.331	3671.0
9994	BOL	South America	Bolivia	2021-01-10	173896.0	1098.0	1605.000	9376.0	25.0	25.000	14897.247	94.063	137.496	803.219	2.142	2.142	1.31	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2580.0	447522.0	38.338	0.221	3822.0
9995	BOL	South America	Bolivia	2021-01-11	175288.0	1392.0	1659.571	9415.0	39.0	28.000	15016.497	119.249	142.171	806.560	3.341	2.399	1.29	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3273.0	450795.0	38.619	0.280	3924.0
9996	BOL	South America	Bolivia	2021-01-12	176761.0	1473.0	1641.857	9454.0	39.0	30.429	15142.685	126.188	140.654	809.901	3.341	2.607	1.27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3565.0	454360.0	38.924	0.305	3849.0
9997	BOL	South America	Bolivia	2021-01-13	178818.0	2057.0	1691.000	9493.0	39.0	29.429	15318.903	176.218	144.864	813.242	3.341	2.521	1.26	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5112.0	459472.0	39.362	0.438	4010.0
9998	BOL	South America	Bolivia	2021-01-14	181016.0	2198.0	1732.143	9530.0	37.0	32.286	15507.200	188.297	148.388	816.412	3.170	2.766	1.25	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5197.0	464669.0	39.807	0.445	4117.0
9999	BOL	South America	Bolivia	2021-01-15	183589.0	2573.0	1776.429	9571.0	41.0	34.714	15727.623	220.423	152.182	819.924	3.512	2.974	1.24	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6157.0	470826.0	40.335	0.527	4250.0

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample